Pandas Profiling Report

Dataset statistics

Number of variables	13
Number of observations	36725
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	3.9 MiB
Average record size in memory	112.0 B

Variable types

NUM	13

Reproduction

Analysis started	2021-02-16 22:32:31.871921
Analysis finished	2021-02-16 22:33:50.926863
Duration	1 minute and 19.05 seconds
Version	pandas-profiling v2.8.0
Command line	`pandas_profiling --config_file config.yaml [YOUR_FILE.csv]`
Download configuration	config.yaml

Warnings

`TEY` is highly correlated with `GTEP` and 2 other fields	High correlation
`GTEP` is highly correlated with `TEY` and 1 other fields	High correlation
`TIT` is highly correlated with `TEY` and 1 other fields	High correlation
`CDP` is highly correlated with `GTEP` and 2 other fields	High correlation

AT
Real number (ℝ)

Distinct count	22522
Unique (%)	61.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	17.711768802614017
Minimum	-6.2348
Maximum	37.103
Zeros	0
Zeros (%)	0.0%
Memory size	286.9 KiB

Quantile statistics

Minimum	-6.2348
5-th percentile	5.75548
Q1	11.78
median	17.798
Q3	23.664
95-th percentile	29.4856
Maximum	37.103
Range	43.3378
Interquartile range (IQR)	11.884

Descriptive statistics

Standard deviation	7.447413781
Coefficient of variation (CV)	0.420478263
Kurtosis	-0.8264298693
Mean	17.7117688
Median Absolute Deviation (MAD)	5.945
Skewness	-0.04322413777
Sum	650464.7093
Variance	55.46397202

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
23.969	8	< 0.1%
18.525	8	< 0.1%
11.92	8	< 0.1%
20.72	7	< 0.1%
27.782	7	< 0.1%
11.421	7	< 0.1%
19.263	7	< 0.1%
25.597	7	< 0.1%
16.792	7	< 0.1%
18.431	7	< 0.1%
Other values (22512)	36652	99.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-6.2348	1	< 0.1%
-6.0421	1	< 0.1%
-5.9793	1	< 0.1%
-5.9031	1	< 0.1%
-5.8956	1	< 0.1%

Value	Count	Frequency (%)
37.103	1	< 0.1%
37.098	1	< 0.1%
36.264	1	< 0.1%
35.822	1	< 0.1%
35.461	1	< 0.1%

AP
Real number (ℝ_≥0)

Distinct count	791
Unique (%)	2.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	1013.0710924438395
Minimum	985.85
Maximum	1036.6
Zeros	0
Zeros (%)	0.0%
Memory size	286.9 KiB

Quantile statistics

Minimum	985.85
5-th percentile	1003.3
Q1	1008.8
median	1012.6
Q3	1017
95-th percentile	1024.3
Maximum	1036.6
Range	50.75
Interquartile range (IQR)	8.2

Descriptive statistics

Standard deviation	6.462721886
Coefficient of variation (CV)	0.006379336983
Kurtosis	0.4425953757
Mean	1013.071092
Median Absolute Deviation (MAD)	4.1
Skewness	0.1937108331
Sum	37205035.87
Variance	41.76677418

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
1012.1	297	0.8%
1010.8	288	0.8%
1011.9	284	0.8%
1011.8	284	0.8%
1011.1	283	0.8%
1012.2	281	0.8%
1010.9	279	0.8%
1012.6	276	0.8%
1012	276	0.8%
1012.7	275	0.7%
Other values (781)	33902	92.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
985.85	1	< 0.1%
986.16	1	< 0.1%
986.25	1	< 0.1%
986.41	2	< 0.1%
986.43	1	< 0.1%

Value	Count	Frequency (%)
1036.6	1	< 0.1%
1036.5	2	< 0.1%
1036.4	2	< 0.1%
1036.3	4	< 0.1%
1036.2	1	< 0.1%

AH
Real number (ℝ_≥0)

Distinct count	25708
Unique (%)	70.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	77.86382020422056
Minimum	24.085
Maximum	100.2
Zeros	0
Zeros (%)	0.0%
Memory size	286.9 KiB

Quantile statistics

Minimum	24.085
5-th percentile	50.7764
Q1	68.181
median	80.465
Q3	89.373
95-th percentile	97.3938
Maximum	100.2
Range	76.115
Interquartile range (IQR)	21.192

Descriptive statistics

Standard deviation	14.46118518
Coefficient of variation (CV)	0.1857240646
Kurtosis	-0.2747524983
Mean	77.8638202
Median Absolute Deviation (MAD)	10.164
Skewness	-0.6278072966
Sum	2859548.797
Variance	209.1258767

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
100.12	46	0.1%
100.14	46	0.1%
100.16	42	0.1%
100.15	42	0.1%
100.11	38	0.1%
100.09	34	0.1%
100.13	33	0.1%
100.1	27	0.1%
100.17	27	0.1%
100.06	25	0.1%
Other values (25698)	36365	99.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
24.085	1	< 0.1%
24.666	1	< 0.1%
25.987	1	< 0.1%
26.615	1	< 0.1%
27.504	1	< 0.1%

Value	Count	Frequency (%)
100.2	4	< 0.1%
100.19	1	< 0.1%
100.18	5	< 0.1%
100.17	27	0.1%
100.16	42	0.1%

AFDP
Real number (ℝ_≥0)

Distinct count	20495
Unique (%)	55.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	3.9254114989788973
Minimum	2.0874
Maximum	7.6106
Zeros	0
Zeros (%)	0.0%
Memory size	286.9 KiB

Quantile statistics

Minimum	2.0874
5-th percentile	2.6666
Q1	3.3555
median	3.9375
Q3	4.3768
95-th percentile	5.31154
Maximum	7.6106
Range	5.5232
Interquartile range (IQR)	1.0213

Descriptive statistics

Standard deviation	0.7739494998
Coefficient of variation (CV)	0.1971639152
Kurtosis	0.2249146866
Mean	3.925411499
Median Absolute Deviation (MAD)	0.495
Skewness	0.3813059088
Sum	144160.7373
Variance	0.5989978283

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
4.0076	9	< 0.1%
3.2115	9	< 0.1%
4.1364	8	< 0.1%
4.1083	8	< 0.1%
3.7056	8	< 0.1%
4.1593	8	< 0.1%
3.8661	8	< 0.1%
4.2322	8	< 0.1%
4.25	8	< 0.1%
3.7043	8	< 0.1%
Other values (20485)	36643	99.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
2.0874	1	< 0.1%
2.0992	1	< 0.1%
2.1057	1	< 0.1%
2.1197	1	< 0.1%
2.1395	1	< 0.1%

Value	Count	Frequency (%)
7.6106	1	< 0.1%
7.5549	1	< 0.1%
7.3189	1	< 0.1%
7.2399	1	< 0.1%
6.9831	1	< 0.1%

GTEP
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	12967
Unique (%)	35.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	25.563620204220555
Minimum	17.698
Maximum	40.716
Zeros	0
Zeros (%)	0.0%
Memory size	286.9 KiB

Quantile statistics

Minimum	17.698
5-th percentile	19.251
Q1	23.128
median	25.105
Q3	29.059
95-th percentile	32.9
Maximum	40.716
Range	23.018
Interquartile range (IQR)	5.931

Descriptive statistics

Standard deviation	4.19618398
Coefficient of variation (CV)	0.1641467033
Kurtosis	-0.653899781
Mean	25.5636202
Median Absolute Deviation (MAD)	2.489
Skewness	0.3290851814
Sum	938823.952
Variance	17.60796

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
24.308	18	< 0.1%
25.463	16	< 0.1%
25.487	15	< 0.1%
25.184	15	< 0.1%
25.106	15	< 0.1%
25.443	14	< 0.1%
25.547	14	< 0.1%
25.352	14	< 0.1%
25.299	14	< 0.1%
25.006	14	< 0.1%
Other values (12957)	36576	99.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
17.698	1	< 0.1%
17.719	1	< 0.1%
17.738	1	< 0.1%
17.741	1	< 0.1%
17.761	1	< 0.1%

Value	Count	Frequency (%)
40.716	1	< 0.1%
40.106	1	< 0.1%
39.37	1	< 0.1%
38.922	1	< 0.1%
38.362	1	< 0.1%

TIT
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	799
Unique (%)	2.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	1081.4275343771274
Minimum	1000.8
Maximum	1100.9
Zeros	0
Zeros (%)	0.0%
Memory size	286.9 KiB

Quantile statistics

Minimum	1000.8
5-th percentile	1047.8
Q1	1071.8
median	1085.9
Q3	1097
95-th percentile	1100.1
Maximum	1100.9
Range	100.1
Interquartile range (IQR)	25.2

Descriptive statistics

Standard deviation	17.5373411
Coefficient of variation (CV)	0.01621684352
Kurtosis	-0.0459699805
Mean	1081.427534
Median Absolute Deviation (MAD)	12.9
Skewness	-0.8882992558
Sum	39715426.2
Variance	307.5583329

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
1100	2735	7.4%
1099.9	2158	5.9%
1100.1	1322	3.6%
1099.8	870	2.4%
1100.2	527	1.4%
1099.7	324	0.9%
1100.3	260	0.7%
1099.6	186	0.5%
1085.4	143	0.4%
1086.5	137	0.4%
Other values (789)	28063	76.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1000.8	1	< 0.1%
1001.3	1	< 0.1%
1001.4	2	< 0.1%
1002.9	1	< 0.1%
1006.5	1	< 0.1%

Value	Count	Frequency (%)
1100.9	1	< 0.1%
1100.8	1	< 0.1%
1100.7	1	< 0.1%
1100.6	3	< 0.1%
1100.5	15	< 0.1%

TAT
Real number (ℝ_≥0)

Distinct count	2769
Unique (%)	7.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	546.1580057181757
Minimum	511.04
Maximum	550.61
Zeros	0
Zeros (%)	0.0%
Memory size	286.9 KiB

Quantile statistics

Minimum	511.04
5-th percentile	529.96
Q1	544.72
median	549.88
Q3	550.04
95-th percentile	550.3
Maximum	550.61
Range	39.57
Interquartile range (IQR)	5.32

Descriptive statistics

Standard deviation	6.842985176
Coefficient of variation (CV)	0.01252931405
Kurtosis	2.015517862
Mean	546.1580057
Median Absolute Deviation (MAD)	0.26
Skewness	-1.755602605
Sum	20057652.76
Variance	46.82644612

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
550.01	657	1.8%
550	648	1.8%
549.98	639	1.7%
549.99	628	1.7%
549.96	625	1.7%
550.04	611	1.7%
549.97	607	1.7%
550.02	590	1.6%
550.03	590	1.6%
549.94	584	1.6%
Other values (2759)	30546	83.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
511.04	1	< 0.1%
512.45	1	< 0.1%
512.6	2	< 0.1%
513.06	1	< 0.1%
513.09	1	< 0.1%

Value	Count	Frequency (%)
550.61	1	< 0.1%
550.6	1	< 0.1%
550.59	1	< 0.1%
550.57	2	< 0.1%
550.56	3	< 0.1%

TEY
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	6236
Unique (%)	17.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	133.50629952348535
Minimum	100.02
Maximum	179.5
Zeros	0
Zeros (%)	0.0%
Memory size	286.9 KiB

Quantile statistics

Minimum	100.02
5-th percentile	109.03
Q1	124.45
median	133.73
Q3	144.08
95-th percentile	161.33
Maximum	179.5
Range	79.48
Interquartile range (IQR)	19.63

Descriptive statistics

Standard deviation	15.61971382
Coefficient of variation (CV)	0.1169960809
Kurtosis	-0.5003798711
Mean	133.5062995
Median Absolute Deviation (MAD)	9.76
Skewness	0.1165443689
Sum	4903018.85
Variance	243.9754599

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
133.78	185	0.5%
133.74	174	0.5%
133.76	168	0.5%
133.67	163	0.4%
133.79	149	0.4%
133.72	145	0.4%
133.75	141	0.4%
133.73	140	0.4%
133.77	136	0.4%
133.68	135	0.4%
Other values (6226)	35189	95.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
100.02	1	< 0.1%
100.03	1	< 0.1%
100.04	1	< 0.1%
100.07	1	< 0.1%
100.14	1	< 0.1%

Value	Count	Frequency (%)
179.5	1	< 0.1%
178.31	1	< 0.1%
177.91	1	< 0.1%
177.88	1	< 0.1%
177.49	1	< 0.1%

CDP
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	4447
Unique (%)	12.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	12.060486159292036
Minimum	9.8518
Maximum	15.159
Zeros	0
Zeros (%)	0.0%
Memory size	286.9 KiB

Quantile statistics

Minimum	9.8518
5-th percentile	10.385
Q1	11.434
median	11.965
Q3	12.854
95-th percentile	13.989
Maximum	15.159
Range	5.3072
Interquartile range (IQR)	1.42

Descriptive statistics

Standard deviation	1.088871023
Coefficient of variation (CV)	0.09028417332
Kurtosis	-0.6317523436
Mean	12.06048616
Median Absolute Deviation (MAD)	0.637
Skewness	0.2368475605
Sum	442921.3542
Variance	1.185640104

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
11.891	55	0.1%
11.872	47	0.1%
11.908	46	0.1%
11.902	45	0.1%
11.899	44	0.1%
11.839	43	0.1%
11.916	43	0.1%
11.901	43	0.1%
11.905	41	0.1%
11.886	41	0.1%
Other values (4437)	36277	98.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
9.8518	1	< 0.1%
9.8708	1	< 0.1%
9.8754	1	< 0.1%
9.8806	1	< 0.1%
9.9044	1	< 0.1%

Value	Count	Frequency (%)
15.159	1	< 0.1%
15.083	1	< 0.1%
15.081	1	< 0.1%
15.055	1	< 0.1%
15.043	1	< 0.1%

CO
Real number (ℝ_≥0)

Distinct count	26184
Unique (%)	71.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	2.3723655245012933
Minimum	0.00038751
Maximum	44.103
Zeros	0
Zeros (%)	0.0%
Memory size	286.9 KiB

Quantile statistics

Minimum	0.00038751
5-th percentile	0.468172
Q1	1.1823
median	1.7137
Q3	2.8429
95-th percentile	6.1356
Maximum	44.103
Range	44.10261249
Interquartile range (IQR)	1.6606

Descriptive statistics

Standard deviation	2.262331685
Coefficient of variation (CV)	0.9536185137
Kurtosis	49.11638345
Mean	2.372365525
Median Absolute Deviation (MAD)	0.6741
Skewness	4.839470838
Sum	87125.12389
Variance	5.118144655

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0.11124	21	0.1%
1.3373	8	< 0.1%
1.356	8	< 0.1%
1.6897	8	< 0.1%
1.5395	7	< 0.1%
1.8193	7	< 0.1%
1.7357	7	< 0.1%
1.6938	7	< 0.1%
1.8798	7	< 0.1%
1.3348	7	< 0.1%
Other values (26174)	36638	99.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.00038751	1	< 0.1%
0.0015935	1	< 0.1%
0.0016398	1	< 0.1%
0.0036653	1	< 0.1%
0.0050334	1	< 0.1%

Value	Count	Frequency (%)
44.103	1	< 0.1%
43.622	1	< 0.1%
43.428	1	< 0.1%
43.397	1	< 0.1%
41.097	1	< 0.1%

NOX
Real number (ℝ_≥0)

Distinct count	23636
Unique (%)	64.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	65.29486453369638
Minimum	25.905
Maximum	119.91
Zeros	0
Zeros (%)	0.0%
Memory size	286.9 KiB

Quantile statistics

Minimum	25.905
5-th percentile	49.293
Q1	57.164
median	63.851
Q3	71.549
95-th percentile	85.1878
Maximum	119.91
Range	94.005
Interquartile range (IQR)	14.385

Descriptive statistics

Standard deviation	11.67530938
Coefficient of variation (CV)	0.1788089991
Kurtosis	2.037130543
Mean	65.29486453
Median Absolute Deviation (MAD)	7.132
Skewness	1.026394052
Sum	2397953.9
Variance	136.312849

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
60.38	104	0.3%
64.096	9	< 0.1%
64.299	8	< 0.1%
64.109	8	< 0.1%
64.105	7	< 0.1%
66.861	7	< 0.1%
59.354	7	< 0.1%
61.579	7	< 0.1%
56.77	7	< 0.1%
66.412	7	< 0.1%
Other values (23626)	36554	99.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
25.905	1	< 0.1%
27.183	1	< 0.1%
27.765	1	< 0.1%
29.063	1	< 0.1%
35.598	1	< 0.1%

Value	Count	Frequency (%)
119.91	1	< 0.1%
119.9	1	< 0.1%
119.89	1	< 0.1%
119.79	1	< 0.1%
119.68	1	< 0.1%

year
Real number (ℝ_≥0)

Distinct count	5
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	2012.9854867256638
Minimum	2011
Maximum	2015
Zeros	0
Zeros (%)	0.0%
Memory size	286.9 KiB

Quantile statistics

Minimum	2011
5-th percentile	2011
Q1	2012
median	2013
Q3	2014
95-th percentile	2015
Maximum	2015
Range	4
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.419011996
Coefficient of variation (CV)	0.0007049290744
Kurtosis	-1.310674059
Mean	2012.985487
Median Absolute Deviation (MAD)	1
Skewness	0.02400505968
Sum	73926892
Variance	2.013595045

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
2012	7628	20.8%
2011	7411	20.2%
2015	7383	20.1%
2013	7152	19.5%
2014	7151	19.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
2011	7411	20.2%
2012	7628	20.8%
2013	7152	19.5%
2014	7151	19.5%
2015	7383	20.1%

Value	Count	Frequency (%)
2015	7383	20.1%
2014	7151	19.5%
2013	7152	19.5%
2012	7628	20.8%
2011	7411	20.2%

target
Real number (ℝ_≥0)

Distinct count	6236
Unique (%)	17.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	133.5060473791695
Minimum	100.02
Maximum	179.5
Zeros	0
Zeros (%)	0.0%
Memory size	286.9 KiB

Quantile statistics

Minimum	100.02
5-th percentile	109.03
Q1	124.45
median	133.73
Q3	144.08
95-th percentile	161.33
Maximum	179.5
Range	79.48
Interquartile range (IQR)	19.63

Descriptive statistics

Standard deviation	15.61976978
Coefficient of variation (CV)	0.116996721
Kurtosis	-0.5004061996
Mean	133.5060474
Median Absolute Deviation (MAD)	9.76
Skewness	0.1165877433
Sum	4903009.59
Variance	243.9772079

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
133.78	185	0.5%
133.74	174	0.5%
133.76	168	0.5%
133.67	163	0.4%
133.79	149	0.4%
133.72	145	0.4%
133.75	141	0.4%
133.73	140	0.4%
133.77	136	0.4%
133.68	135	0.4%
Other values (6226)	35189	95.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
100.02	1	< 0.1%
100.03	1	< 0.1%
100.04	1	< 0.1%
100.07	1	< 0.1%
100.14	1	< 0.1%

Value	Count	Frequency (%)
179.5	1	< 0.1%
178.31	1	< 0.1%
177.91	1	< 0.1%
177.88	1	< 0.1%
177.49	1	< 0.1%

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Count
Matrix

First rows

	AT	AP	AH	AFDP	GTEP	TIT	TAT	TEY	CDP	CO	NOX	year	target
0	4.5878	1018.7	83.675	3.5758	23.979	1086.2	549.83	134.67	11.898	0.32663	81.952	2011	134.67
1	4.2932	1018.3	84.235	3.5709	23.951	1086.1	550.05	134.67	11.892	0.44784	82.377	2011	135.10
2	3.9045	1018.4	84.858	3.5828	23.990	1086.5	550.19	135.10	12.042	0.45144	83.776	2011	135.03
3	3.7436	1018.3	85.434	3.5808	23.911	1086.5	550.17	135.03	11.990	0.23107	82.505	2011	134.67
4	3.7516	1017.8	85.182	3.5781	23.917	1085.9	550.00	134.67	11.910	0.26747	82.028	2011	134.67
5	3.8858	1017.7	83.946	3.5824	23.903	1086.0	549.98	134.67	11.868	0.23473	81.748	2011	134.68
6	3.6697	1018.0	84.114	3.5804	23.889	1085.9	550.04	134.68	11.877	0.44412	84.592	2011	134.66
7	3.5892	1018.2	83.867	3.5777	23.876	1086.0	549.88	134.66	11.893	0.79996	84.193	2011	134.65
8	3.7108	1018.5	84.948	3.6027	23.957	1086.3	549.98	134.65	11.870	0.68996	83.978	2011	132.67
9	4.8281	1018.5	85.346	3.5158	23.422	1083.1	549.80	132.67	11.694	1.02810	82.654	2011	135.24

Last rows

	AT	AP	AH	AFDP	GTEP	TIT	TAT	TEY	CDP	CO	NOX	year	target
36715	7.2153	1028.9	82.391	4.7794	33.288	1100.0	530.54	164.09	14.245	2.0829	47.688	2015	165.41
36716	5.7884	1029.2	85.360	4.8570	33.644	1100.0	529.19	165.41	14.322	1.7955	47.228	2015	167.04
36717	4.3528	1029.2	87.147	4.9960	34.094	1100.0	527.73	167.04	14.378	1.7618	47.370	2015	165.78
36718	3.7675	1029.0	89.609	5.0733	33.402	1099.8	529.82	165.78	14.205	1.9356	47.819	2015	129.86
36719	3.4218	1028.7	91.003	3.6911	22.859	1073.5	549.78	129.86	11.549	3.6738	67.737	2015	117.46
36720	3.3776	1028.5	92.703	3.3128	20.248	1057.6	550.30	117.46	10.783	5.3488	66.550	2015	109.08
36721	3.6268	1028.5	93.200	3.1661	19.087	1037.0	541.59	109.08	10.411	10.9930	89.172	2015	108.79
36722	4.1674	1028.6	94.036	3.1923	19.016	1037.6	542.28	108.79	10.344	11.1440	88.849	2015	107.81
36723	5.4820	1028.5	95.219	3.3128	18.857	1038.0	543.48	107.81	10.462	11.4140	96.147	2015	131.41
36724	5.8837	1028.7	94.200	3.9831	23.563	1076.9	550.11	131.41	11.771	3.3134	64.738	2015	125.41

Overview

Variables

Interactions

Correlations

Pearson's r

Spearman's ρ

Kendall's τ

Phik (φk)

Missing values

Sample

First rows

Last rows